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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Sex work and related issues
Retraction
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,712 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,712 works in the cohort · of 4,299,418page 10 of 55

Labels cover 4 of 2,712 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 2,712 of 2,712 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Centering Sex Workers’ Voices in Law and Social Policy
Cecilia Benoit, Róisín Unsworth, Priscilla Healey, Michaela Smith, Mikael Jansson
2021· article· en· Sexuality Research and Social Policy· Social Sciences
distilled prediction:candidate · stsconsensus · none
29
citations
afffundaboutunlabeled
The Cedar Project
Margo Pearce, Alden Blair, Mary Teegee, Stephen W. Pan, Vicky Thomas, Hongbin Zhang +2 more
2015· article· en· Violence Against Women· Social Sciences
distilled prediction:candidate · noneconsensus · none
29
citations
afffundunlabeled
PrEP Use Among Female Sex Workers: No Evidence for Risk Compensation
Katia Giguère, Luc Béhanzin, Fernand Guédou, Denis Talbot, Ella Goma‐Matsétsé, Djimon Marcel Zannou +5 more
2019· article· en· JAIDS Journal of Acquired Immune Deficiency Syndromes· Social Sciences
distilled prediction:candidate · noneconsensus · none
29
citations
affaboutunlabeled
The Relative Quality of Sex Work
Cecilia Benoit, Michaela Smith, Mikael Jansson, Priscilla Healey, Doug Magnuson
2020· article· en· Work Employment and Society· Social Sciences
distilled prediction:candidate · noneconsensus · none
29
citations
afffundaboutunlabeled
Barriers to Cervical Screening Among Sex Workers in Vancouver
Putu Duff, Gina Ogilvie, Jean Shoveller, Ofer Amram, Jill Chettiar, Paul Nguyen +3 more
2015· article· en· American Journal of Public Health· Social Sciences
distilled prediction:candidate · noneconsensus · none
29
citations
afffundaboutunlabeled
The Sexual Assault of Intoxicated Women
Janine Benedet
2010· article· fr· Canadian Journal of Women and the Law/Revue Femmes et Droit· Social Sciences
distilled prediction:candidate · stsconsensus · none
28
citations
affunlabeled
From One “Dragon Sleigh” to Another
Rupaleem Bhuyan, Kavya Velagapudi
2013· article· en· Affilia· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
27
citations
affno abstractunlabeled
Dispelling myths about sex workers and HIV
Steffanie A. Strathdee, Anna-Louise Crago, Jenny Butler, Linda‐Gail Bekker, Chris Beyrer
2014· article· en· The Lancet· Social Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
affaboutunlabeled
Bareback Sex: A Conflation of Risk and Masculinity
Dave Holmes, Denise Gastaldo, Patrick O’Byrne, Anthony P. Lombardo
2008· article· en· International Journal of Men s Health· Social Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
venueno affno abstractunlabeled
Challenges Faced by Women Working in the Inner City Sex Trade
Jason Brown, Nancy Higgitt, Christine Miller, Susan Wingert, Mary Williams, Larry Morrissette
2006· article· en· Canadian journal of urban research· Social Sciences
distilled prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Sorting victims from workers
Kendra Strauss
2016· article· en· Progress in Human Geography· Social Sciences
distilled prediction:candidate · noneconsensus · none
26
citations

How this was built: Screen · Findings · About